SOTAVerified

Sentence Classification

Papers

Showing 191200 of 303 papers

TitleStatusHype
Human vs. Muppet: A Conservative Estimate of Human Performance on the GLUE Benchmark0
Identifying Where to Focus in Reading Comprehension for Neural Question Generation0
Improve Chit-Chat and QA Sentence Classification in User Messages of Dialogue System using Dialogue Act Embedding0
Improving Document-Level Sentiment Classification Using Importance of Sentences0
Improving Medical Short Text Classification with Semantic Expansion Using Word-Cluster Embedding0
Improving Robustness of Task Oriented Dialog Systems0
Improving Self-supervised Pre-training via a Fully-Explored Masked Language Model0
Improving Sentence Classification by Multilingual Data Augmentation and Consensus Learning0
Improving Word Embeddings Using Kernel PCA0
Inducing Distant Supervision in Suggestion Mining through Part-of-Speech Embeddings0
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Benchmark Results

#ModelMetricClaimedVerifiedStatus
1SciBERTF184.9Unverified
2Structural-scaffoldsF184Unverified
3BiLSTM-Attention + ELMoF182.6Unverified
4Feature-Rich Random ForestF179.6Unverified
5BiLSTM-AttentionF177.2Unverified
#ModelMetricClaimedVerifiedStatus
1FE-MLM + SpanF178.1Unverified
2SciBERTF170.98Unverified
3Structural-scaffoldsF167.9Unverified
4Random ForestF153Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F165.71Unverified
2SciBERT (Base Vocab)F164.02Unverified
#ModelMetricClaimedVerifiedStatus
1Hierarchical Neural NetworksF192.6Unverified
2SciBERT (Base Vocab)F186.81Unverified
#ModelMetricClaimedVerifiedStatus
1SciBERT (SciVocab)F184.99Unverified
2SciBERT (Base Vocab)F184.43Unverified
#ModelMetricClaimedVerifiedStatus
1RoBERTa-largeMacro F170.9Unverified